Revenue Control Framework — Pillars II & III

Acquisition That Earns Its Way — Every Rupee

Rising CPMs, declining ROAS, and a CAC that doesn't tie back to your margins. The problem is not the ad platform. It's that acquisition was never built around contribution economics. We fix that.

Why CAC keeps rising and campaigns keep underdelivering

Most brands treat CAC as an ad platform problem. They test new creatives, adjust audiences, switch bidding strategies — and see temporary improvement before the treadmill starts again.

The real problem is structural. Campaigns are optimised for conversion volume — but the customers being acquired may have low AOV, high return rates, or poor repeat behaviour. A ₹600 CAC looks acceptable if LTV is ₹2,400. It's a disaster if LTV is ₹780.

ROI Optimisation rebuilds acquisition around contribution economics: the right customers, at the right cost, into channels where margins can actually be sustained as spend scales. The media management is operational. The margin modeling is what makes it work.

Framework Position

Margin Clarity
Build a complete CM model. Identify every cost layer.
Channel Efficiency
Allocate spend to channels where contribution economics are strongest. Optimise for CAC quality, not CAC volume.
Creative Velocity
Test and iterate creative to improve CAC without increasing spend.
Retention Compounding
Build repeat purchase systems that reduce blended CAC over time.

Capabilities

Six integrated workstreams. All connected to your margin model.

Blended CAC Architecture

We reconstruct your true blended CAC — not channel-isolated metrics — and set targets by acquisition cohort quality. Then we build a media allocation model that shifts budget toward highest CM-per-acquired-customer, not highest ROAS.

Breakeven ROAS Calibration

For every channel and SKU cluster, we calculate the margin-aware breakeven ROAS floor. Campaign targets are then set based on your actual cost structure — not industry averages or platform recommendations.

Meta & Google Profitability Alignment

We restructure campaign architecture on Meta and Google around contribution margin, not conversion volume. Audience segmentation, bidding strategy, and budget allocation are rebuilt with your unit economics as the constraint.

Creative Velocity System

Ad fatigue kills CAC efficiency. We build a structured creative testing infrastructure: hypothesis-driven briefs, controlled variable testing, weekly iteration cycles, and a performance scoring framework tied to margin impact — not CTR.

Conversion Architecture Review

Acquisition efficiency is not just an ads problem — it's a landing page, offer, and checkout problem. We audit your conversion funnel for margin-impacting leaks and restructure offers, page hierarchy, and checkout flows before recommending spend increases.

AOV & Margin-Mix Optimisation

Higher AOV reduces CAC impact on margin. We identify bundle opportunities, upsell sequences, and product mix shifts that improve average order contribution without requiring more ad spend. Often the most capital-efficient ROI lever available.

Who this is for

  • Brands spending ₹15L+ per month on Meta and Google who feel CAC is rising with no clear answer
  • Founders who've hired multiple agencies and can't explain why blended unit economics keep deteriorating
  • D2C brands with positive contribution margin who want to scale spend without breaking it
  • Multi-channel operators who need a unified acquisition framework, not siloed channel management
  • Brands that have tried creative refreshes but haven't seen sustained CAC improvement

Outcomes we optimise for

Blended CAC reduction
15–35% typical improvement in 60–90 days with conversion + creative work
Contribution margin per order
Measured and improved — not just inferred from ROAS
CAC payback period
Shortened through retention integration and AOV improvement
Creative performance shelf life
Extended through structured testing, not reactive creative swaps

Common questions

Let's look at your acquisition economics

One strategy session. We'll map where your CAC sits relative to your contribution margin, identify the highest-leverage improvement workstreams, and give you a clear picture of what's achievable.